Pith Number

pith:O4INM62S

pith:2023:O4INM62SANJ44TDXAGYUI4KC2B

not attested not anchored not stored refs pending

Permutation Equivariance of Transformers and Its Applications

Baochun Li, Dixi Yao, Hangyu Ye, Hengyuan Xu, Liyao Xiang, Pengzhi Chu

arxiv:2304.07735 v3 · 2023-04-16 · cs.CR

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\usepackage{pith}
\pithnumber{O4INM62SANJ44TDXAGYUI4KC2B}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Unsupervised Causal Abstractions Discovery

Receipt and verification

First computed	2026-07-05T08:02:43.025220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7710d67b520353ce4c7701b1447142d058d5747e127a3769988fa9af32b0546e

Aliases

arxiv: 2304.07735 · arxiv_version: 2304.07735v3 · doi: 10.48550/arxiv.2304.07735 · pith_short_12: O4INM62SANJ4 · pith_short_16: O4INM62SANJ44TDX · pith_short_8: O4INM62S

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/O4INM62SANJ44TDXAGYUI4KC2B \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 7710d67b520353ce4c7701b1447142d058d5747e127a3769988fa9af32b0546e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fab7e53e49f72939f9758e7ee30a095724d0e2617fcef9b2928705a2d6fc45a2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-04-16T09:25:24Z",
    "title_canon_sha256": "44ace5369112464ed74ff75f052ccb4324e62986725ffdf11af683a78e073885"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.07735",
    "kind": "arxiv",
    "version": 3
  }
}